Machine Learning-Based EDFA Gain Model

Yuren You,Zhiping Jiang, Christopher Janz

2018 European Conference on Optical Communication (ECOC)（2018）

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摘要

We describe an accurate neural network-type EDFA gain model generated using supervised learning. We demonstrate one application of this model: limiting channel power excursions during WDM channel add/drop operations.

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关键词

neural network-type EDFA gain model,channel power excursions,WDM channel add/drop operations,supervised learning,machine learning-based EDFA gain model

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